%0 Conference Article %T A COMPARATIVE ANALYSIS OF THE EFFECTIVENESS OF ENSEMBLE METHODS AND NEURAL NETWORKS IN THE TASK OF CLASSIFYING THE USEFULNESS OF REVIEWS %A Ushakov, D.V. %K Machine learning, gradient boosting, XGBoost, neural networks, text classification, TF-IDF, review analysis %J MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026 %D 2026 %P 7 %I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov